diff --git a/docs/summary.mdx b/docs/summary.mdx
index b09410c..c869be5 100644
--- a/docs/summary.mdx
+++ b/docs/summary.mdx
@@ -12,6 +12,6 @@ Congratulations! Following this lab, you have successfully:
 * added memory to your RAG application
 
 Here are some resources that you might find helpful:
-* [MongoDB Developer Center](https://mongodb.com/developer/?utm_campaign=devrel&utm_source=workshop&utm_medium=cta&utm_content=ai_agents_workshop&utm_term=apoorva_joshi)
+* [MongoDB Developer Center](https://mongodb.com/developer/?utm_campaign=devrel&utm_source=workshop&utm_medium=cta&utm_content=ai_rag_workshop&utm_term=apoorva_joshi)
 * [GenAI Code Examples Repository](https://github.com/mongodb-developer/GenAI-Showcase)
-* [GenAI Community Forums](https://www.mongodb.com/community/forums/c/generative-ai/162/?utm_campaign=devrel&utm_source=workshop&utm_medium=cta&utm_content=ai_agents_workshop&utm_term=apoorva_joshi)
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+* [GenAI Community Forums](https://www.mongodb.com/community/forums/c/generative-ai/162/?utm_campaign=devrel&utm_source=workshop&utm_medium=cta&utm_content=ai_rag_workshop&utm_term=apoorva_joshi)
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